| Number of Variables | 23 |
|---|---|
| Number of Rows | 83784 |
| Missing Cells | 74835 |
| Missing Cells (%) | 3.9% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 28.9 MB |
| Average Row Size in Memory | 361.2 B |
| Variable Types |
|
| HourlyCloudAmount has 74699 (89.16%) missing values | Missing |
|---|---|
| Angle is skewed | Skewed |
| Capacity is skewed | Skewed |
| ClearSkyIrradiance(kWh/m2) is skewed | Skewed |
| Irradiance(kWh/m2) is skewed | Skewed |
| HourlyCloudAmount is skewed | Skewed |
| HourlyPrecipitation is skewed | Skewed |
| Date has a high cardinality: 504 distinct values | High Cardinality |
| Set has constant value "train" | Constant |
| Set has constant length 5 | Constant Length |
| Date has constant length 10 | Constant Length |
|---|---|
| Angle has 26544 (31.68%) negatives | Negatives |
| Angle has 10608 (12.66%) zeros | Zeros |
| ClearSkyIrradiance(kWh/m2) has 40726 (48.61%) zeros | Zeros |
| Irradiance(kWh/m2) has 42462 (50.68%) zeros | Zeros |
| HourlyPrecipitation has 76477 (91.28%) zeros | Zeros |
categorical
| Approximate Distinct Count | 1 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 5864880 |
| Mean | 5 |
|---|---|
| Standard Deviation | 0 |
| Median | 5 |
| Minimum | 5 |
| Maximum | 5 |
| 1st row | train |
|---|---|
| 2nd row | train |
| 3rd row | train |
| 4th row | train |
| 5th row | train |
| Count | 418920 |
|---|---|
| Lowercase Letter | 418920 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 3491 |
|---|---|
| Approximate Unique (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1340544 |
| Mean | 1812.0115 |
| Minimum | 1 |
| Maximum | 3584 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 180 |
| Q1 | 933 |
| Median | 1827 |
| Q3 | 2701 |
| 95-th Percentile | 3410 |
| Maximum | 3584 |
| Range | 3583 |
| IQR | 1768 |
| Mean | 1812.0115 |
|---|---|
| Standard Deviation | 1030.5792 |
| Variance | 1.0621e+06 |
| Sum | 1.5182e+08 |
| Skewness | -0.02739 |
| Kurtosis | -1.1857 |
| Coefficient of Variation | 0.5687 |
categorical
| Approximate Distinct Count | 504 |
|---|---|
| Approximate Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6283800 |
| Mean | 10 |
|---|---|
| Standard Deviation | 0 |
| Median | 10 |
| Minimum | 10 |
| Maximum | 10 |
| 1st row | 2020-12-14 |
|---|---|
| 2nd row | 2020-12-14 |
| 3rd row | 2020-12-14 |
| 4th row | 2020-12-14 |
| 5th row | 2020-12-14 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 167568 |
| Decimal Number | 670272 |
categorical
| Approximate Distinct Count | 9 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 5883120 |
| Mean | 5.2177 |
|---|---|
| Standard Deviation | 0.4127 |
| Median | 5 |
| Minimum | 5 |
| Maximum | 6 |
| 1st row | 25.11 |
|---|---|
| 2nd row | 25.11 |
| 3rd row | 25.11 |
| 4th row | 25.11 |
| 5th row | 25.11 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 353376 |
categorical
| Approximate Distinct Count | 8 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 5939400 |
| Mean | 5.8894 |
|---|---|
| Standard Deviation | 0.3136 |
| Median | 6 |
| Minimum | 5 |
| Maximum | 6 |
| 1st row | 121.26 |
|---|---|
| 2nd row | 121.26 |
| 3rd row | 121.26 |
| 4th row | 121.26 |
| 5th row | 121.26 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 409656 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1340544 |
| Mean | -20.2745 |
| Minimum | -160 |
| Maximum | 22 |
| Zeros | 10608 |
| Zeros (%) | 12.7% |
| Negatives | 26544 |
| Negatives (%) | 31.7% |
| Minimum | -160 |
|---|---|
| 5-th Percentile | -160 |
| Q1 | -31 |
| Median | 1.76 |
| Q3 | 4.63 |
| 95-th Percentile | 22 |
| Maximum | 22 |
| Range | 182 |
| IQR | 35.63 |
| Mean | -20.2745 |
|---|---|
| Standard Deviation | 52.3203 |
| Variance | 2737.4097 |
| Sum | -1.6987e+06 |
| Skewness | -1.7525 |
| Kurtosis | 1.772 |
| Coefficient of Variation | -2.5806 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6716976 |
| Mean | 15.1702 |
|---|---|
| Standard Deviation | 2.293 |
| Median | 17 |
| Minimum | 12 |
| Maximum | 17 |
| 1st row | MM60-6RT-300 |
|---|---|
| 2nd row | MM60-6RT-300 |
| 3rd row | MM60-6RT-300 |
| 4th row | MM60-6RT-300 |
| 5th row | MM60-6RT-300 |
| Count | 543072 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 100176 |
| Uppercase Letter | 543072 |
| Dash Punctuation | 74976 |
| Decimal Number | 552792 |
numerical
| Approximate Distinct Count | 14 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1340544 |
| Mean | 349.136 |
| Minimum | 99.2 |
| Maximum | 499.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 99.2 |
|---|---|
| 5-th Percentile | 99.2 |
| Q1 | 246.4 |
| Median | 352 |
| Q3 | 498.56 |
| 95-th Percentile | 499.8 |
| Maximum | 499.8 |
| Range | 400.6 |
| IQR | 252.16 |
| Mean | 349.136 |
|---|---|
| Standard Deviation | 144.6514 |
| Variance | 20924.0396 |
| Sum | 2.9252e+07 |
| Skewness | -0.4334 |
| Kurtosis | -1.1392 |
| Coefficient of Variation | 0.4143 |
numerical
| Approximate Distinct Count | 2992 |
|---|---|
| Approximate Unique (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1340544 |
| Mean | 3.9202 |
| Minimum | 0.1346 |
| Maximum | 7.2713 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.1346 |
|---|---|
| 5-th Percentile | 0.9226 |
| Q1 | 3.0925 |
| Median | 4.315 |
| Q3 | 5.052 |
| 95-th Percentile | 5.7205 |
| Maximum | 7.2713 |
| Range | 7.1367 |
| IQR | 1.9595 |
| Mean | 3.9202 |
|---|---|
| Standard Deviation | 1.4773 |
| Variance | 2.1823 |
| Sum | 328448.0668 |
| Skewness | -0.7819 |
| Kurtosis | -0.3276 |
| Coefficient of Variation | 0.3768 |
numerical
| Approximate Distinct Count | 3482 |
|---|---|
| Approximate Unique (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1340544 |
| Mean | 0.8246 |
| Minimum | 0.2679 |
| Maximum | 1.4106 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.2679 |
|---|---|
| 5-th Percentile | 0.6362 |
| Q1 | 0.7574 |
| Median | 0.8162 |
| Q3 | 0.8848 |
| 95-th Percentile | 1.0346 |
| Maximum | 1.4106 |
| Range | 1.1426 |
| IQR | 0.1274 |
| Mean | 0.8246 |
|---|---|
| Standard Deviation | 0.1254 |
| Variance | 0.01573 |
| Sum | 69090.6194 |
| Skewness | 0.3402 |
| Kurtosis | 2.6799 |
| Coefficient of Variation | 0.1521 |
numerical
| Approximate Distinct Count | 1952 |
|---|---|
| Approximate Unique (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1340544 |
| Mean | 1349.3357 |
| Minimum | 17 |
| Maximum | 3280 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 17 |
|---|---|
| 5-th Percentile | 262 |
| Q1 | 578 |
| Median | 1288 |
| Q3 | 1976 |
| 95-th Percentile | 2708 |
| Maximum | 3280 |
| Range | 3263 |
| IQR | 1398 |
| Mean | 1349.3357 |
|---|---|
| Standard Deviation | 789.8259 |
| Variance | 623824.9336 |
| Sum | 1.1305e+08 |
| Skewness | 0.2953 |
| Kurtosis | -1.0059 |
| Coefficient of Variation | 0.5853 |
numerical
| Approximate Distinct Count | 944 |
|---|---|
| Approximate Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1340544 |
| Mean | 4.8319 |
| Minimum | 0.1889 |
| Maximum | 8.0056 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.1889 |
|---|---|
| 5-th Percentile | 1.0806 |
| Q1 | 3.7167 |
| Median | 5.2361 |
| Q3 | 6.2583 |
| 95-th Percentile | 7.3111 |
| Maximum | 8.0056 |
| Range | 7.8167 |
| IQR | 2.5417 |
| Mean | 4.8319 |
|---|---|
| Standard Deviation | 1.8746 |
| Variance | 3.5142 |
| Sum | 404834.3333 |
| Skewness | -0.6696 |
| Kurtosis | -0.4322 |
| Coefficient of Variation | 0.388 |
datetime
| Distinct Count | 12099.1984 |
|---|---|
| Approximate Unique (%) | 14.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 670400 |
| Minimum | 2020-06-09 00:00:00 |
| Maximum | 2021-10-28 23:00:00 |
numerical
| Approximate Distinct Count | 34625 |
|---|---|
| Approximate Unique (%) | 41.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1340544 |
| Mean | 0.2718 |
| Minimum | 0 |
| Maximum | 0.9768 |
| Zeros | 40726 |
| Zeros (%) | 48.6% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0.004617 |
| Q3 | 0.6107 |
| 95-th Percentile | 0.9228 |
| Maximum | 0.9768 |
| Range | 0.9768 |
| IQR | 0.6107 |
| Mean | 0.2718 |
|---|---|
| Standard Deviation | 0.3452 |
| Variance | 0.1191 |
| Sum | 22768.7959 |
| Skewness | 0.7916 |
| Kurtosis | -1.0182 |
| Coefficient of Variation | 1.2702 |
numerical
| Approximate Distinct Count | 400 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1340544 |
| Mean | 0.1869 |
| Minimum | 0 |
| Maximum | 1.1806 |
| Zeros | 42462 |
| Zeros (%) | 50.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.3306 |
| 95-th Percentile | 0.7972 |
| Maximum | 1.1806 |
| Range | 1.1806 |
| IQR | 0.3306 |
| Mean | 0.1869 |
|---|---|
| Standard Deviation | 0.274 |
| Variance | 0.07507 |
| Sum | 15659.9056 |
| Skewness | 1.3086 |
| Kurtosis | 0.4053 |
| Coefficient of Variation | 1.4659 |
numerical
| Approximate Distinct Count | 660 |
|---|---|
| Approximate Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1340544 |
| Mean | 25.0782 |
| Minimum | 5.5 |
| Maximum | 37.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 5.5 |
|---|---|
| 5-th Percentile | 15.1 |
| Q1 | 21.5 |
| Median | 26.7 |
| Q3 | 29 |
| 95-th Percentile | 31.7 |
| Maximum | 37.2 |
| Range | 31.7 |
| IQR | 7.5 |
| Mean | 25.0782 |
|---|---|
| Standard Deviation | 5.3438 |
| Variance | 28.5562 |
| Sum | 2.1012e+06 |
| Skewness | -0.7834 |
| Kurtosis | -0.1263 |
| Coefficient of Variation | 0.2131 |
numerical
| Approximate Distinct Count | 118 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1340544 |
| Mean | 77.9753 |
| Minimum | 19 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 19 |
|---|---|
| 5-th Percentile | 60 |
| Q1 | 71 |
| Median | 78 |
| Q3 | 85 |
| 95-th Percentile | 96 |
| Maximum | 100 |
| Range | 81 |
| IQR | 14 |
| Mean | 77.9753 |
|---|---|
| Standard Deviation | 10.7887 |
| Variance | 116.3964 |
| Sum | 6.5331e+06 |
| Skewness | -0.2842 |
| Kurtosis | 0.2388 |
| Coefficient of Variation | 0.1384 |
numerical
| Approximate Distinct Count | 289 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1340544 |
| Mean | 3.3699 |
| Minimum | 0 |
| Maximum | 15.7 |
| Zeros | 286 |
| Zeros (%) | 0.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.4 |
| Q1 | 1.3 |
| Median | 2.6 |
| Q3 | 4.7 |
| 95-th Percentile | 9 |
| Maximum | 15.7 |
| Range | 15.7 |
| IQR | 3.4 |
| Mean | 3.3699 |
|---|---|
| Standard Deviation | 2.6778 |
| Variance | 7.1705 |
| Sum | 282346.85 |
| Skewness | 1.1566 |
| Kurtosis | 0.8409 |
| Coefficient of Variation | 0.7946 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 74699 |
| Missing (%) | 89.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 145360 |
| Mean | 6.2295 |
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 908 |
| Zeros (%) | 1.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 3 |
| Median | 7 |
| Q3 | 9 |
| 95-th Percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| IQR | 6 |
| Mean | 6.2295 |
|---|---|
| Standard Deviation | 3.4856 |
| Variance | 12.1493 |
| Sum | 56595 |
| Skewness | -0.5284 |
| Kurtosis | -1.1428 |
| Coefficient of Variation | 0.5595 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 136 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1338368 |
| Mean | 0.04013 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 76477 |
| Zeros (%) | 91.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th Percentile | 0.3 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0 |
| Mean | 0.04013 |
|---|---|
| Standard Deviation | 0.1629 |
| Variance | 0.02655 |
| Sum | 3356.7 |
| Skewness | 4.6393 |
| Kurtosis | 21.5097 |
| Coefficient of Variation | 4.0604 |
numerical
| Approximate Distinct Count | 24 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1340544 |
| Mean | 11.5 |
| Minimum | 0 |
| Maximum | 23 |
| Zeros | 3491 |
| Zeros (%) | 4.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 5.75 |
| Median | 11.5 |
| Q3 | 17.25 |
| 95-th Percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| IQR | 11.5 |
| Mean | 11.5 |
|---|---|
| Standard Deviation | 6.9222 |
| Variance | 47.9172 |
| Sum | 963516 |
| Skewness | 0 |
| Kurtosis | -1.2042 |
| Coefficient of Variation | 0.6019 |
numerical
| Approximate Distinct Count | 366 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1340544 |
| Mean | 0.5294 |
| Minimum | 0.002732 |
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.002732 |
|---|---|
| 5-th Percentile | 0.07104 |
| Q1 | 0.3579 |
| Median | 0.5574 |
| Q3 | 0.7295 |
| 95-th Percentile | 0.9071 |
| Maximum | 1 |
| Range | 0.9973 |
| IQR | 0.3716 |
| Mean | 0.5294 |
|---|---|
| Standard Deviation | 0.2484 |
| Variance | 0.06168 |
| Sum | 44355.6066 |
| Skewness | -0.3228 |
| Kurtosis | -0.734 |
| Coefficient of Variation | 0.4691 |
numerical
| Approximate Distinct Count | 262 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1340544 |
| Mean | 0.5721 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 168 |
| Zeros (%) | 0.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.08197 |
| Q1 | 0.3661 |
| Median | 0.5847 |
| Q3 | 0.8142 |
| 95-th Percentile | 0.9672 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.4481 |
| Mean | 0.5721 |
|---|---|
| Standard Deviation | 0.2727 |
| Variance | 0.07435 |
| Sum | 47935.3443 |
| Skewness | -0.2424 |
| Kurtosis | -0.9647 |
| Coefficient of Variation | 0.4766 |